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Select collection *** any public collection *** *** remove this collection *** Authorities exports Faculty Holdings Infoscience Accepted Journal Articles Books Book chapters Conference Papers Datasets Work produced at EPFL Teaching resources Patents Physical objects Posters Presentations & Talks Conference Proceedings Published Technical Reports Scientific production and comp... EPFL Outposts EPFL Fribourg CDH - College of Humanities an... CACS - Centre for Area and Cul... Digital Humanities Institute DCML - Digital and Cognitive M... DHI-GE - Digital Humanities In... DHLAB - Digital Humanities Lab... DHMA - Master’s project in Dig... EMPLUS - Laboratory for Experi... LHST - Laboratory of the histo... SCI-CDH-FGB - Heritage, Anthro... DHMA - Master’s project in Dig... Institute for Area and Global ... IAGS-GE - Institute for Area a... SHS - Human and social science... CDM - College of Management of... CDM Archives CEMI - Chair in Economics and ... CET - Corporate renewal and En... CSI - Corporate Strategy Innov... IIPP - Chair of Innovation and... ITPP - Institute of Technology... MIR - La Poste Chair in Networ... SFI-AT - Prof. Trolle Chair SFI-PB - Laboratory for Decisi... TIS - Chair of Technology and ... MTEI - Management of Technolog... BAN - Chair of Business Analyt... ENTC - Entrepreneurship and Te... GERG - Chair for Green Economy... LEM - Logistics, Economy and M... MTEI-GE - MTEI OES - Chair in Operations, Eco... PASU - Chair of Policy and Sus... RAO - Risk Analytics and Optim... STIP - Science, Technology and... TOM - Technology and Operation... UNATTRIBUTED-MTEI - MTEI - Una... SFI - Swiss Finance Institute ... CSF - The Swissquote Chair in ... SFI-AF - Chaire du Prof. asso... SFI-EM - Swiss Finance Intitut... SFI-GE - SFI SFI-JH - Group in asset pricin... SFI-LL - Chair of Internationa... SFI-LM - Group in financial ec... SFI-PCD - Full Prof. Collin-Du... SFI-RF - Group in corporate go... SFI-SM - Chair of Associate Pr... UNATTRIBUTED-SFI - SFI - Unatt... CDM - Unattributed publication... EDOC - Doctoral Programs EDAM - Doctoral Program Advanc... EDLS - Doctoral program Learni... ENAC - School of Architecture,... ENAC Archives AHEAD - Perona Group AIC - Studio of Architecture a... APHYS - Physics of Aquatic Sys... ARVE - Kaplan Group CECOTOX - Laboratory of Enviro... CRE - Chair of Representation ... ECOS - Ecological Systems Labo... EFLUM - Environmental Fluid Me... ESPRI - Study Group on the Spa... FORM - Laboratory for architec... GECOS - Laboratory of ecosyste... GEOLEP - Engineering and Envir... GR-SLV - Slaveykova Group GR-TZ - Tzieropoulos Group HYDRAM - Hydrology and Land Im... ICOM - Steel Structures Labora... INTER - INTER - Unattributed p... LABEX - Laboratory of Expressi... LAC - Chôros Laboratory LAMU - Laboratory of Architect... LAPA - Laboratory for the prod... LASEP - Laboratory of Soil and... LATER - Laboratory of architec... LAURE - Laboratory of urban ar... LAVOC - Traffic Facilities Lab... LHAB - Laboratory for urban ha... LITEP - Intermodality, Transpo... LIV - Informatics and Visualiz... LMCA - LMCA LMCE - Environmental Chemistry... LMR - Rock Mechanics Laborator... LPAS - Air and Soil Pollution ... LPE - Laboratoire de pédologie LSC - Laboratoire de mécanique... LTH1 - Laboratory of Theory an... SBER - Stream Biofilm and Ecos... SUB - Laboratory of Undergroun... TEBEL - Thermal Engineering fo... UPALTSHULER - UP Prof. Ianina ... UPSSC - Prof. Steffen Group in... UTA - Urban, Rural and Archite... ENAC-IT - ENAC - Computer Serv... IA - Institute of Architecture ACHT - Architecture, criticism... ACM - Archives of Modern Build... ALICE - Design Studio on the C... ARCHIZOOM - Archizoom - Confer... BUILD - Building 2050 CEAT - Urban and Regional Plan... CNPA - Laboratory of Digital C... CRCL - Laboratory for Creative... Institute of Architecture EAST-CO - Laboratory of Elemen... FAR - Laboratory of Constructi... GR-URBDEMO - Urban Demography HITAM - History and Theories o... LAB-U - Laboratory of Urbanism LABA - Laboratory Basel Laboratory of Landscape Develo... LAPIS - Arts of sciences labor... LAST - Laboratory of Architect... LASUR - Urban Sociology Labora... LCC - Construction and Conserv... LDM - Media and Design Laborat... LEURE - Laboratory of Environm... LIF - Laboratory of Imaginatio... LIPID - Laboratory of Integrat... LTH2 - Laboratory of Theory an... LTH3 - Laboratory of Theory an... MANSLAB - Laboratory for spati... RIOT - Research and developmen... SAR - Master's projects in Arc... SXL - Structural Exploration L... TEXAS - Theory and Experience... THEMA - Theory of Environment,... TPOD - Theory and Project of D... TSAM - Laboratory of Technique... UNATTRIBUTED-IA - IA - Unattri... URBES - Laboratory of Urban an... IIC - Civil Engineering Instit... CCLAB - Composite Construction... CONSTRUCT - Concrete Behaviour... EESD - Earthquake Engineering ... ETHOS - Civil Engineering and ... GEL - Geo-energy Laboratory GIS-GE - Structural Engineer... GR-GN - Gnansounou Group Group of Composite Mechanics HOBEL - Human-Oriented Built E... HOMES - Laboratory for Human-O... IBETON - Structural Concrete L... IBOIS - Chair of Timber Constr... ICE - Laboratory of Integrated... IMAC - Applied Computing and M... IMOS - Intelligent Maintenance... LCH - Hydraulic Constructions ... LEMR - Laboratory of Experimen... LESO-PB - Solar Energy and Bui... LHE - Environmental Hydraulics... LMS - Soil Mechanics Laborator... LSMS - Computational Solid Mec... LUTS - Urban Transport Systems... MCS - Structural Maintenance a... PL-LCH - Hydraulic Constructio... RESSLAB - Resilient Steel Stru... RPGL - Rock Physics and Geoflu... TRANSP-OR - Transportation and... UNATTRIBUTED-IIC - IIC - Unatt... VITA - Visual Intelligence for... IIE - Environmental Engineerin... APRL - Atmospheric Particle Re... CHANGE - Laboratory of Catchme... CRYOS - Laboratory of Cryosphe... DISAL - Distributed Intelligen... ECEO - Environmental Computati... ECHO - Laboratory of Ecohydrol... ECOL - Ecological Engineering ... ECOTOX - Swiss Centre for Appl... EERL - Extreme Environments Re... EML - Environmental Microbiolo... EPFL-PSI - Joint Professorship... GR-CEL - CEL Group HERUS - Laboratory on Human-En... LAPI - Laboratory of atmospher... LASIG - Geographic Information... LBE - Laboratory for Environme... LCE - Environmental Chemistry ... LGB - Laboratory for Biologica... LTE - Environmental Remote Sen... LTQE - Laboratory for Water Qu... MACE - Microbiome Adaptation t... MICROBE - Laboratory of microb... PERL - Plant Ecology Research ... RIVER - River Ecosystems Labor... SENSE - Smart Environmental Se... SLAB - Snow Avalanche Simulati... SOIL - Soil biogeochemistry la... SSIE - Master's Projects in En... TOPO - Geodetic Engineering La... TOX - Laboratory of Environmen... UNATTRIBUTED-IIE - IIE - Unatt... UPHCE - Prof. Hering Group in ... WIRE - Wind Engineering and Re... WR-LAB - Watershed Research La... NCCR-Climate SAR - Master degree projects i... SGC - Master's projects in Civ... SSIE - Master's Projects in En... ENAC - Unattributed publicatio... Transdisciplinary Entities Transdisciplinary Entities Arc... CO - Cooperation EPFL CODEV - cooperation@epfl BBP - Blue Brain Project BBP-CORE - The Blue Brain Proj... GR-FSCH - Schürmann Group GR-HILL - Hill Group CBS - Center for Brain Simulat... CLIMACT-GE - CLIMACT - Adminis... CNP - Center for Neuroprosthet... ECOCLOUD - EcoCloud Center EPFL-ECAL-L - EPFL-ECAL Lab ESC - EPFL Space center ESC ESSTECH - EssentialTech HRC - Habitat Research Center IMAGING - Centre for Imaging IRGC - International Risk Gove... LEARN - Center for Learning Sc... LIMNC - Limnology Center SDSC - Swiss Data Science Cent... Infoscience/Research/EPFLNE Neuchâtel Campus 1 Euler Center for Signal Proces... I&C - School of Computer and C... IC Archives ARNI - Fragouli Group CARG - Tempesti Group D-VET - Digital Vocation, Educ... IIF - Institute of Core Comput... ISC - Institute of Communicati... ISIM - Institute of Computing ... LAPMAL - Laboratory for Probab... LBD - Database Laboratory LCA - Laboratory for Computer ... LCA1 - Computer Communications... LCA3 - Computer Communications... LCA4 - Computer Communications... LCBB - Laboratory for Computat... LGG - Computer Graphics and G... LGL - Software Engineering Lab... LICOS - Information and Commun... LSL - Logic Systems Laboratory LSP - Peripheral Systems Labor... LSR - Distributed Systems Labo... LTAA - Laboratory of Theory an... LTI - Computer Networking Labo... MTC - Models and Theory of Com... NSL - Networked Systems Labora... RISD - Rigorous System Design ... SAIL - Systems, Architecture a... THL1 - Theory of Computation L... THL3 - Theory of Computation L... UPLARUS - Prof. Larus Group GR-SCI-IC - IC Scientists Grou... HCI - Pu Group IIG - Immersive Interaction Gr... MEDIA - Models and Environment... SCI-IC-EB - Bugnion Group SCI-IC-MR - SCI IC MR Group SUPRA - Applied Superconductiv... VILAB - Visual Intelligence an... IINFCOM Artificial Intelligence in Mol... ALGO - Algorithmics Laboratory CHILI - Computer-Human Interac... COMPSEC - Laboratory for Compu... CVLAB - Computer Vision Labora... DATA - Data Analysis Theory an... DCL - Distributed Computing La... DCSL - Data Center Systems Lab... DEDIS - Decentralized and Dist... DIAS - Data-Intensive Applicat... DLAB - Data Science Laboratory DSLAB - Dependable Systems Lab... GCM - Geometric Computing Labo... HEXHIVE - HexHive INDY1 - lnformation and Networ... INDY2 - lnformation and Networ... IVRL - Image and Visual Repres... LABOS - Operating Systems Labo... LACAL - Laboratory for cryptol... LAMP - Programming Methods Lab... LAMS - Systemic Enterprise Arc... LANOS - Laboratory of Nonlinea... LAP - Processor Architecture L... LARA - Laboratory for Automate... LASEC - Security and Cryptogra... LCA2 - Computer Communications... LCAV - Audio Visual Communicat... LCM - Mobile Communications La... LCN - Computational Neuroscien... LDM - Media and Design Laborat... LDS - Laboratory for Data Secu... LIA - Artificial Intelligence ... LINX - Laboratory for Informat... LSI1 - Integrated Systems Labo... LSIR - Distributed Information... LTHC - Communication Theories ... LTHI - Information Theory Labo... Mathematics of Information Lab... ML4ED - Machine Learning for E... MLBIO - Machine Learning for B... MLO - Machine Learning and Opt... NAL - Network Architecture Lab... NLP - Natural Language Process... PARSA - Parallel Systems Archi... RGL - Realistic Graphics Lab RS3LAB - Robust Scalable Syste... SCI-IC-FMO2 - SCI IC FMO2 Grou... SENS - Laboratory of Sensing a... SMILS - Lab for Statistical Me... SPOC2 - Statistical Physics of... SPRING - Security and Privacy ... SYSTEMF - Systems and Formalis... THL2 - Theory of Computation L... THL4 - Theory of Computation L... THL5 - Theory of Computation L... TML - Theory of Machine Learni... UNATTRIBUTED-IINFCOM - IINFCOM... Prof. Bunne Group UPGULCEHRE - Unité du Prof. Gu... UPSALATHE2 - Prof. Salathé Gro... VLSC - Very Large Scale Comput... VRLAB - Virtual Reality Labora... MICS - Mobile Information & Co... IC - Unattributed publications Infoscience/Research/IV/GHI/GR... NCCR-Climate MICS - Mobile Information & Co... Non-academic units CAPE - Teaching Support Center CEDE - Center for Digital Educ... CEN - Energy Center DIT - Domaine IT ISAS-GE - Academic Services Ad... SCC - Safety Competence Center SISB - Scientific Information ... TTO - Technology Transfer Offi... NON-ACADEMIC - Unattributed pu... EPFL Partners COSADOCA - Consortium for the ... CREM - Centre de recherches én... Neuchâtel Campus AQUA - Quantum Architecture Gr... CAM - Center for Artificial Mu... GALATEA - Galatea Laboratory ICLAB - Integrated Circuits La... INSTANT-LAB - Micromechanical ... LAFT - Laboratory for Advanced... LAI - Integrated Actuators Lab... LAMD - Laboratory for Applied ... LMTM - Laboratory of Thermomec... LMTS - Soft Transducers Labora... MSIC-LAB - Mixed-Signal Integr... PV-Lab - Photovoltaics and Thi... Neuchâtel Campus 2 NCCR-ROBOTICS - National Centr... NEARCTIS - Network of Excellen... Paul Scherrer Institut LNM_PSI - Laboratory for Nucle... SLL - Smart Living Lab BUILD - Building 2050 ETHOS - Civil Engineering and ... FAR - Laboratory of Constructi... HOBEL - Human-Oriented Built E... SXL - Structural Exploration L... TEBEL - Laboratoire d'lngénier... SLL - Unattributed publication... SB - School of Basic Sciences SB Archives ANA - Chair of analysis ANMC - Chair of Computational ... CAA - Chair of Mathematical An... CAG2 - Chair of Algebraic Geom... CAHRU - Chair of Harmonic Anal... CAMA - Chair of Analysis and A... CAMP - Chair of Analysis and M... CMA - Chair of Algebraic Metho... CMCS - Chair of Modelling and ... CPMSC - Chair of Mesoscopic Ph... CPNMC - Chair of Computational... CSAG - Chair of Algebraic and ... CTG - Chair of Group Theory CTN - Chair of Number Theory DCG - Chair of Combinatorial G... GEOM - Chair of Geometry GGEC - Electrochemical Enginee... GPAS - Group of surface aggreg... GPRO - Probability Group GR-CO - Comment Group GR-DIL - Dil Group GR-FI - Fiore Group GR-FO - Foffi Group GR-HAU - Hauri Group GR-OST - Osterwalder Group GR-PF - Pfister Group GR-SC - Scrucca Group GR-VDB - Van den Bergh Group GR-VICHI - Vichi Group ICMP - IInstitute of Condensed... IPEP - Institute of Physics of... IPSB - Institute of the Physic... ITP - Institute of Theoretical... LBBS - Laboratory of Structura... LCAN - Laboratory of Nucleic A... LCBIM - Neva Chair of Bioorgan... LCBP - Laboratory of biomimeti... LCCO - Laboratory of Coordinat... LCIB - Laboratory of Inorgani... LCIC - Laboratory of Inorganic... LCPPM - Laboratory of Physical... LECH - Laboratory of Chemical ... LGCB - Laboratory of Chemical ... LGRC - Laboratory of Chemical ... LGSA - Laboratory of Glycochem... LMA - Laboratory of Algorithmi... LMRP - Regenerative Medicine a... LNM - Laboratory of Nanostruc... LNNME - Laboratory of Nanostr... LNSD - Laboratory of Nanomagne... LOEQ - Laboratory of Quantum ... LPCM - Laboratory of Thin Film... LPHS - Laboratory for Photon ... LPMC - Laboratory of Nanostruc... LPMN - Laboratory of the Physi... LPMV - Laboratory of the Physi... LPN - Laboratory of the Physic... LPRX - X-Ray Physics Laborator... LPS - Laboratory of Surface Ph... LRMB - Laboratory of Biomolecu... LSCO - Laboratory of Organic S... LSE - Laboratory of Photoelect... LSMB - Biomolecular Mass Spect... LSNS - Laboratory for synchrot... LSPM - Laboratory of Photomole... LSXC - Laboratory for Coherent... LSYNC - Chemical Synthesis Lab... MATHAA - Mathematics Institute... MATHGEOM - Mathematics Institu... MATHICSE - Mathematics Institu... ROSE - Chair of Operations Res... ROSO - Chair of Operations Res... SCI-SB-MG - SCI SB MG Group STAP - Chair of Applied Statis... UPBOUMAL - Prof. Boumal Group UPRUEEGG - Prof. Rüegg Group CECAM - European Centre of Ato... CIB - Bernoulli Center CIBM - Biomedical Imaging Rese... CIME - Interdisciplinary Cente... IPHYS - Institute of Physics C3MP - Chair of computational ... CQSL - Computational Quantum S... CSEA - Chair of Atomic Scale S... CTMC - Chair of Condensed Matt... CXI - Computational X-ray Imag... EPSL - Earth and Planetary Sci... FSL - Fields and Strings Labor... GALSPEC - Laboratory for Galax... GR-ANDERSON - Anderson Group GR-CW - Wäckerlin Group Tolley Group GR-MP - Maurer Group HQC - Hybrid Quantum Circuits ... IDEPHICS2 - Information, Learn... IPHYS-CGCP - Crystal Growth an... LASPE - Laboratory of Advanced... LASTRO - Laboratory of Astroph... LBEM - Laboratory of Biologica... LBS - Laboratory of Statistica... LCB - Laboratory of Cell Bioph... LCR - Laboratory of Cristallog... LEB - Laboratory of Experiment... LIFMET - Laboratory of functio... LLTCP - Laeuchli Laboratory o... LNS - Laboratory of Nanostruct... LPAP - Particle Accelerator Ph... LPBS - Laboratory of the Physi... LPHE - High Energy Physics Lab... LPHE-RM - High Energy Physics ... LPPC - Laboratory of Particle ... LPQM - Laboratory of Photonics... LPTP - Theoretical Particle Ph... LQG - Fondation Sandoz Chair i... LQM - Laboratory for Quantum M... LQNO - Laboratory of Quantum N... LQP - Laboratory of Quantum Ph... LRS - Laboratory of Reactor Ph... LSEN - Laboratory of Nanoscale... LSME - Electron Spectrometry a... LTFP - Laboratory for Theoreti... LTM - Laboratory for Topologi... LTPN - Laboratory of Theoretic... LUMES - Laboratory for ultrafa... LUQ - Laboratory for Ultrafast... PCSL - Physics of complex syst... QIC - Laboratory of Quantum In... SCI SB PJ Group SCI-SB-DM - SCI SB DM Group SCI-SB-FB - SCI SB FB Group SCI-SB-HD - Group SCI SB HD SCI-SB-RH - Groupe SCI SB RH SPOC1 - Statistical Physics of... SQIL - Superconductor Quantum ... UNATTRIBUTED-IPHYS - IPHYS - U... ISIC - Institute of Chemical S... SCI-SB-RB - SCI SB RB Group GCB - Group of Catalysis for B... GCC - Group of Coordination Ch... GMF - Group for Molecular Engi... GPAO - Advanced Oxidation Proc... GPM - Medical photonics group GR-MO - Moser Group GSCP - Group of Chemical and P... ISIC-GE - Institute of Chemica... ISIC-MSEAP - Mass Spectrometry... ISIC-NMRP - Nuclear Magnetic ... LAS - Gaznat Chair for advance... LCBC - Laboratory of Computati... LCBM - Fondation Sandoz Chair ... LCMD - Laboratory of Computati... LCOM - Laboratory of Organomet... LCPM - Laboratory of Molecular... LCPT - Laboratory of Theoretic... LCS - Laboratory of Supramolec... LCSA - Laboratory of Asymmetri... LCSB - Laboratory of Computati... LCSL - Laboratory of Lanthanid... LCSO - Laboratory of Catalysis... LEAGO - Laboratory of Electro... LEM - Laboratoire des matériau... LEPA - Laboratory of Physical ... LFIM - Laboratory of functiona... LIAC - Laboratory of Artificia... LIBN - Laboratory of Biomolecu... LIMNO - Laboratory for Molecul... LIP - Laboratory of Protein En... LMER - Laboratory of Materials... LNB - Laboratory of Nanobiotec... LNCE - Laboratory of Nanochemi... LND - Laboratory of Molecular ... LOCBP - Laboratory of Chemical... LPDC - Laboratory of Sustainab... LPI - Laboratory of Photonics ... LPPT - Laboratory of Therapeut... LRM - Laboratory of Magnetic R... LSCI - Laboratory of Inorganic... LSMO - Laboratory of molecular... LSPN - Laboratory of synthesis... LSU - Laboratory of Ultrafast ... LUXS - Laboratory for Ultrafas... SB-CECAM - SB-European Center ... SCI-SB-AO - SCI SB AO Group SCI-SB-MN - SCI SB MN Group SCI-SB-SG - Group for Function... SWISSCAT - Catalysis Hub UNATTRIBUTED-ISIC - ISIC - Una... MATH - Institute of Mathematic... AMCV - Chair of Mathematical A... ANCHP - Numerical Algorithms a... ARG - Chair of Arithmetic Geom... ASN - Chair of Numerical Analy... BIOSTAT - Chair of Biostatisti... CAC - Chair of Combinatorial A... CAG - Chair of Geometric Analy... CMGR - Chair of Mathematical G... Chair of Representation Theory CSFT - Chair of Statistical Fi... CSQI - Scientific computing an... DISOPT - Chair of Discrete Opt... DOLA - Chair of Dynamics of Le... EGG - Chair of ergodic and geo... ERG - Chair of Ergodic Theory GR-PI - Picasso Group GR-TES - Testerman Group GR-TR - Troyanov Group HPNALGS - Chair of high perfor... LCVMM - Laboratory for Computa... LPL - Living Patterns Laborato... MATMAT1 - Mathematics for mate... MCSS - Chair of Computational ... MDS1 - Chair of Mathematical D... MNS - Chair of Numerical Model... OPTIM - Chair of Continuous Op... PDE - Chair of Partial Differe... PROB - Chair of Probability PROPDE - Chair of Probability ... PRST - Chair of Stochastic Pro... RGM - Chair of Random Geometry... SACS - Scalable Computing Syst... SCI-SB-JS - SCI-SB-JS Group SCI-SB-SD Deparis Group SDS - Chair of Statistical Dat... SMAT - Chair of Mathematical S... STAT - Chair of Statistics STOAN - Chair of Stochastic An... TAN - Chair of analytic number... TN - Chair of Number Theory UNATTRIBUTED-MATH - MATH - Una... Mathematics Infoscience/Research/SB/MATHIC... SCGC - Master degree projects ... SCGC-GE - Section of chemistry... SMA - Student projects in math... PDM-CSE - Master Projects in c... PDM-ENGMATH - Master Projects ... PDM-MATH - Master Projects in ... PDS-CSE - Semester Projects in... PDS-MATH - Semester Projects i... SMA - Unattributed publication... SPC - Swiss Plasma Center SPC - Swiss Plasma Center SB - Unattributed publications STI - School of Engineering STI Archives CNBI - Defitech Foundation Cha... GR-VDB - Van den Bergh Group GTT - Group of Thermal Turboma... IAG - Interdisciplinary Aerody... ICLAB - Integrated Circuits La... IEL - Institute of Electrical ... IMT - Institute of Microengine... INSTANT-LAB2 - Laboratory of M... LC - Ceramics Laboratory LCSM - Mechnical Systems Desig... LEG1 - Electronics Laboratory ... LEI - Industrial Electronics l... LENI - Industrial Energy Syste... LGPP - Laboratory for Producti... LICP - Laboratory for Computer... LIN - Computational Engineerin... LMCH - Lab. Metallurgical Chem... LME - Electrical Machinery Lab... LMF - Fluid Mechanics Laborato... LMH - Laboratory for Hydraulic... LMIS3 - Microsystems Laborator... LMMM - Laboratory for Multisca... LOA - Advanced Photonics Labor... LOB - Laboratoire d'optique bi... LOMI - Laboratory of Wave Mech... LOMM - Laboratory of Optoelect... LPM - Laboratory of Microengin... LRE - Power Systems Laboratory LSA - Autonomous Systems Labor... LSMX - Computational Materials... LTC - Laboratory of Composite ... LTS - Signal Processing Labora... LTS1 - Signal Processing Labor... LTT - Applied Thermodynamics a... MNWAVE - Adaptive Micronano Wa... NXMM - Neutrons and Xrays for ... OPT - Optics and Photonics Tec... PARLAB - Pattern Recognition L... QMAT - Laboratory of Quantum M... SAMLAB - Sensors, Actuators an... TCOM - Telecommunications Labo... THEVE - Thévenaz Group UPSWYG - Prof. van Swygenhoven... CAM - Center for Artificial Mu... CBT - Interinstitutional Cente... UNATTRIBUTED-CBT - CBT - Unatt... CMI - Center of MicroNanoTechn... CTS - Space Center GR-SCI-STI - STI Scientists Gr... IBI - Interfaculty Institute o... IBI-STI - Interfaculty Institu... BIOROB - Biorobotics Laborator... BIOS - Bionanophotonic Systems... CLSE - Laboratory of Life Scie... GR-ZERBI - Zerbi Group LBEN - Laboratory of Nanoscale... LBI - Laboratory of Biomateria... LBMM - Laboratory for Biomedic... LBNC - Laboratory of Biologica... LBNI - Laboratory for Bio- and... LBO - Biomechanical Orthopedic... LBP - Julia Jacobi Chair of Ph... LHTC - Hemodynamics and Cardio... LMAM - Laboratory of Movement ... LNE - Neuro Engineering Labora... LPDI - Laboratory of Protein D... MIPLAB - Medical Image Process... TNE - Translational Neural Eng... UNATTRIBUTED-IBI - IBI - Unatt... UNATTRIBUTED-IBI-STI - IBI-STI... IEM - Institut d'Electricité e... ALCHEMY - Laboratory for the C... AQUA - Quantum Architecture Gr... ASL - Adaptative Systems Labor... ASPG - Applied Signal Processi... DESL - Distributed Electrical ... EDLAB - Group of Electron Devi... ELAB - Electronics Laboratory EMC - Electromagnetic Compatib... ESL - Embedded Systems Laborat... ESPLAB - Electronics and Signa... GALATEA - Galatea Laboratory GR-SCI-IEL - IEL Scientists Gr... HYLAB - Hybrid photonics labor... IDEPHICS1 - Information, Learn... INL - Integrated Neurotechnolo... INPHO - Integrated Nanoscale P... LAFT - Laboratory for Advanced... LAI - Integrated Actuators Lab... LANES - Laboratory of Nanoscal... LAPD - Laboratory of Applied P... LASA - Learning algorithms and... Laboratory for Advanced Electr... LEMA - Laboratory of ElectroMa... LIB - Biomedical Imaging Group LIDIAP - L'IDIAP Laboratory LIONS - Laboratory for Informa... LIS - Laboratory of Intelligen... LMIS-CO - Microsystems Laborat... LMIS1 - Microsystems Laborator... LMIS2 - Microsystems Laborator... LMIS4 - Microsystems Laborator... LMTS - Soft Transducers Labora... LO - Optics Laboratory LPMAT - Laboratory for Photoni... LPQM - Laboratory of Photonics... LSBI - Foundation Bertarelli ... LSI2 - Integrated Systems Lab... LSM - Microelectronic Systems ... LSRO - Robotic Systems Labora... LTS2 - Signal Processing Labor... LTS4 - Signal Processing Labor... LTS5 - Signal Processing Labo... LWE - Laboratory of Wave Engin... MAG - Microwave and Antenna Gr... MMSPL - Multimedia Signal Proc... MSIC-LAB - Mixed-Signal Integr... NAM - Nanophotonics and Metrol... NANOLAB - Nanoelectronic Devic... PEL - Power Electronics Labora... PHOSL - Photonic Systems Labor... POWERLAB - Power and Wide-band... PV-LAB - Photovoltaics and Thi... PWRS - Power Systems Group Q-LAB - Quack Group REACT - Coordination and Inter... RFIC - RFIC Group SCI STI SC Group SCI-STI-AXS - SCI STI AXS Grou... SCI-STI-FMO1 - SCI STI FMO1 Gr... SCI-STI-HL - SCI STI HL Group SCI-STI-LT - SCI STI LT Group SCI-STI-MM - SCI STI MM Group TCL - Telecommunications Circu... UNATTRIBUTED-IEM - IEM - Unatt... IGM - Institute of Mechanical ... CREATE-LAB - Computational Rob... ECPS - Emergent Complexity in ... EMSI - Engineering Mechanics o... ETA-LAB - Energy Transport Adv... FLEXLAB - Flexible Structures ... Hydro Energy and Applied fluid... INSTANT-LAB - Micromechanical... IPESE - IPESE (sci-sti-fm) LA - Automatic Control Laborat... LA3 - Automatic Control Labora... LAMD - Laboratory for Applied ... LAMMM - Laboratory for Multisc... LFMI - Laboratory of Fluid Mec... LMAF - Laboratory of Applied M... LNET - Laboratory of Nanoscien... LRESE - Laboratory of Renewabl... LTCM - Laboratory of Heat and ... Mechanics of Soft and Biologic... MICROBS - MicroBioRobotic Syst... NEMS - Advanced Nano-electrome... RRL - Reconfigurable Robotics ... SCI-STI-AK - SCI STI AK Group SCI-STI-DK - ICT for Sustainab... SCI-STI-GFT - SCI STI GFT Grou... SCI-STI-JVH - SCI-STI-JVH Grou... SCI-STI-MF - SCI STI MF Group SYCAMORE - Systems Control And... UNATTRIBUTED-IGM - IGM - Unatt... UNFOLD - Unsteady Flow Diagnos... IMX - Institute of Materials CAM-X - Laboratory for X-ray c... COSMO - Laboratory of Computat... DQML - Dynamic Quantum Materia... FIMAP - Laboratory of Photonic... INE - Laboratory for in situ n... LMC - Construction Materials L... LMGN - Laboratory of Nanoscale... LMM - Mechanical Metallurgy La... LMOM - Laboratory of Macromole... LMSC - Laboratory of Semicondu... LMTM - Laboratory of Thermomec... LP - Polymers Laboratory LPAC - Laboratory for Processi... LTP - Powder Technology Labora... MADES - Laboratory of material... MATMAT2 - Mathematics for mate... PBL - Programmable Biomateria... SCI-STI-DD - Group for Ferroel... SMAL - Soft Materials Laborato... SML - Sustainable Materials La... SUNMIL - Supramolecular Nanoma... THEOS - Laboratory of theory a... TIC - Tribology and Interfacia... UNATTRIBUTED-IMX - IMX - Unatt... UPNUES - Prof. Nüesch unit (EM... Infoscience/Research/STI/INX-S... Laboratory of Chemical Nanotec... STI-IT - STI STI - Unattributed publication... SV - School of Life Sciences SV Archives CHCN - Sandoz Family Foundatio... CMSN - Merck Serono Chair in N... GR-BEARD - Beard Group GR-BEERMANN - Beermann Group GR-KUHN - Kühn Group GR-STBA - STBA Group GRHAD - Hadjikhani Group INSERM-EPFL - Joint Research U... LBTC - Cellular Biotechnology ... LDCS - Stem Cell Dynamics Labo... LEN - Neurodegenerative Studie... LLCB - Laboratory of Lymphatic... LMRP - Regenerative Medicine a... LNDC - Laboratory of Neuroener... LNGF - Functional Neurogenomic... UPAGU - Prof. Aguet Group UPCOL - Prof. Cole Group UPGRA - Prof. Grapin-Botton Gr... UPHARRIS - Prof. Harris Group UPJENSEN - Prof. Jensen Group UPMOORE - Prof. Moore Group UPTRU - Professor Trumpp unit BMI - Brain Mind Institute GR-JAKSIC - Jaksic Group UPLAMANNO - Prof. La Manno Gro... GR-RAFFIN - Raffin Group LCN - Computational Neuroscien... LGC - Behavioral Genetics Labo... LMNN - Laboratory of Molecular... LNCO - Foundation Bertarelli C... LNMC - Neural Microcircuitry L... LPSY - Psychophysics Laborator... LSENS - Sensory Processing Lab... LSYM - Laboratory of Synaptic ... Infoscience/Research/SV/BMI/NO... UNATTRIBUTED-BMI - BMI - Unatt... UPAMATHIS - Prof Alexander ... UPCOURTINE - Prof. Courtine Gr... UPGRAEFF - Prof. Gräff Group UPHESS - Hess Bellwald Group UPHUMMEL - Hummel Lab UPMCCABE - Prof. McCabe Group UPMWMATHIS - Bertarelli Founda... UPRAMDYA - Neuroengineering La... UPZENK - Prof. Zenk Group CPG - Center of PhenoGenomics GHI - Global Health Institute GR-CAO - Cao Group GR-FE - Fellay Group Paoli Group LVG - Laboratory of Virology a... UNATTRIBUTED-GHI - GHI - Unatt... UPABLASSER - Prof. Ablasser Gr... UPANTANASIJEVIC - Prof. Antana... UPBLO - Prof. Blokesch Group UPGOEMANS - Prof. Goemans Grou... UPKIN - Prof. McKinney Group UPLEM - Prof. Lemaitre Group UPPERSAT - Microbial Mechanics... UPSALATHE1 - Prof. Salathé Gro... VDG - Prof. van der Goot Group IBI-SV - Interfaculty Institut... GR-NAVEIRAS - Naveiras Group GR-SCHUHMACHER - Schuhmacher G... GR-WEIGERT - Weigert Group LISP - Laboratory of Integrati... NCEM - Nestlé Chair in Energy ... UNATTRIBUTED-IBI - IBI - Unatt... UNATTRIBUTED-IBI-SV - IBI-SV -... UPBARTH - Laboratory of Protei... UPBITBOL - Prof. Bitbol Group UPDALPE - Prof. Dal Peraro Gro... UPDANGELO - Prof. D'Angelo Gro... UPDEPLA - Prof. Deplancke Grou... UPLUT - Prof. Lutolf Group UPNAE - Prof. Naef Group UPOATES - Prof. Oates Group SCHOONJANS LAB - Laboratory of... UPSUTER - Suter Group INX-SV - Interschool Institute... UPSCHRIMPF1 - Prof. Schrimpf G... ISREC - Swiss Institute for Ex... CMSO - Merck Serono Chair in O... GR-AZTEKIN - Aztekin Group GR-BUCHER - Bucher Group UNATTRIBUTED-ISREC - ISREC - U... UPAGU - Prof. Aguet Group UPBRI - Prof. Brisken Group UPCDA - Prof. Constam Group UPDEPALMA - Prof. De Palma Gro... UPDUB - Prof. Duboule Group Prof. Gallini Group UPGON - Prof. Gönczy Group UPHAN - Prof. Hantschel Group UPHUELSKEN - Prof. Huelsken Gr... UPKARTHAUS - Prof. Karthaus Gr... UPLIN - Prof. Lingner Group UPMEYLAN - Molecular Mechanism... UPORICCHIO - Prof. Oricchio Gr... UPRAD - Prof. Radtke Group UPSIM - Prof. Simanis Group UPTHOMAE - Prof. Thomä Group UPWASZAK - Prof. Waszak Group PTECH - Core Facility BICC - Bioinformatics Competen... PCF - Proteomics Core Facility PTBB - Plateforme technologiqu... PTBIOEM - Bioelectron Microsco... PTBIOP - BioImaging and Optics... PTBTG - Bertarelli Foundation ... PTCB - Biomolecular Screening ... PTH - Histology Core Facility PTPSP - Protein production and... SSV - Life Sciences section SSV1 - Master degree projects ... SSV2 - Master degree projects ... SV - Unattributed publications EPFL Theses Unattributed publications ANTEN - ANTEN - Unattributed p... CDH - CDH - Unattributed publi... CDM - CDM - Unattributed publi... ENAC - ENAC - Unattributed pub... ENT - ENT - Unattributed publi... IC - IC - Unattributed publica... NON-ACADEMIC - NON ACADEMIC - ... SB - SB - Unattributed publica... STI - STI - Unattributed publi... SV - SV - Unattributed publica... Unknown school publications Documentary Resources Reviews Peer-reviewed publications Standards Student projects Submitted Theses Working papers Institute Lab Media Order API Import Other doctypes People UNATTRIBUTED-PTECH - PTECH - U... web Work outside EPFL Select collection add another collection Authorities exports Faculty Holdings Infoscience Accepted Journal Articles Books Book chapters Conference Papers Datasets Work produced at EPFL Teaching resources Patents Physical objects Posters Presentations & Talks Conference Proceedings Published Technical Reports Scientific production and comp... EPFL Outposts EPFL Fribourg CDH - College of Humanities an... CACS - Centre for Area and Cul... Digital Humanities Institute DCML - Digital and Cognitive M... DHI-GE - Digital Humanities In... DHLAB - Digital Humanities Lab... DHMA - Master’s project in Dig... EMPLUS - Laboratory for Experi... LHST - Laboratory of the histo... SCI-CDH-FGB - Heritage, Anthro... DHMA - Master’s project in Dig... Institute for Area and Global ... IAGS-GE - Institute for Area a... SHS - Human and social science... CDM - College of Management of... CDM Archives CEMI - Chair in Economics and ... CET - Corporate renewal and En... CSI - Corporate Strategy Innov... IIPP - Chair of Innovation and... ITPP - Institute of Technology... MIR - La Poste Chair in Networ... SFI-AT - Prof. Trolle Chair SFI-PB - Laboratory for Decisi... TIS - Chair of Technology and ... MTEI - Management of Technolog... BAN - Chair of Business Analyt... ENTC - Entrepreneurship and Te... GERG - Chair for Green Economy... LEM - Logistics, Economy and M... MTEI-GE - MTEI OES - Chair in Operations, Eco... PASU - Chair of Policy and Sus... RAO - Risk Analytics and Optim... STIP - Science, Technology and... TOM - Technology and Operation... UNATTRIBUTED-MTEI - MTEI - Una... SFI - Swiss Finance Institute ... CSF - The Swissquote Chair in ... SFI-AF - Chaire du Prof. asso... SFI-EM - Swiss Finance Intitut... SFI-GE - SFI SFI-JH - Group in asset pricin... SFI-LL - Chair of Internationa... SFI-LM - Group in financial ec... SFI-PCD - Full Prof. Collin-Du... SFI-RF - Group in corporate go... SFI-SM - Chair of Associate Pr... UNATTRIBUTED-SFI - SFI - Unatt... CDM - Unattributed publication... EDOC - Doctoral Programs EDAM - Doctoral Program Advanc... EDLS - Doctoral program Learni... ENAC - School of Architecture,... ENAC Archives AHEAD - Perona Group AIC - Studio of Architecture a... APHYS - Physics of Aquatic Sys... ARVE - Kaplan Group CECOTOX - Laboratory of Enviro... CRE - Chair of Representation ... ECOS - Ecological Systems Labo... EFLUM - Environmental Fluid Me... ESPRI - Study Group on the Spa... FORM - Laboratory for architec... GECOS - Laboratory of ecosyste... GEOLEP - Engineering and Envir... GR-SLV - Slaveykova Group GR-TZ - Tzieropoulos Group HYDRAM - Hydrology and Land Im... ICOM - Steel Structures Labora... INTER - INTER - Unattributed p... LABEX - Laboratory of Expressi... LAC - Chôros Laboratory LAMU - Laboratory of Architect... LAPA - Laboratory for the prod... LASEP - Laboratory of Soil and... LATER - Laboratory of architec... LAURE - Laboratory of urban ar... LAVOC - Traffic Facilities Lab... LHAB - Laboratory for urban ha... LITEP - Intermodality, Transpo... LIV - Informatics and Visualiz... LMCA - LMCA LMCE - Environmental Chemistry... LMR - Rock Mechanics Laborator... LPAS - Air and Soil Pollution ... LPE - Laboratoire de pédologie LSC - Laboratoire de mécanique... LTH1 - Laboratory of Theory an... SBER - Stream Biofilm and Ecos... SUB - Laboratory of Undergroun... TEBEL - Thermal Engineering fo... UPALTSHULER - UP Prof. Ianina ... UPSSC - Prof. Steffen Group in... UTA - Urban, Rural and Archite... ENAC-IT - ENAC - Computer Serv... IA - Institute of Architecture ACHT - Architecture, criticism... ACM - Archives of Modern Build... ALICE - Design Studio on the C... ARCHIZOOM - Archizoom - Confer... BUILD - Building 2050 CEAT - Urban and Regional Plan... CNPA - Laboratory of Digital C... CRCL - Laboratory for Creative... Institute of Architecture EAST-CO - Laboratory of Elemen... FAR - Laboratory of Constructi... GR-URBDEMO - Urban Demography HITAM - History and Theories o... LAB-U - Laboratory of Urbanism LABA - Laboratory Basel Laboratory of Landscape Develo... LAPIS - Arts of sciences labor... LAST - Laboratory of Architect... LASUR - Urban Sociology Labora... LCC - Construction and Conserv... LDM - Media and Design Laborat... LEURE - Laboratory of Environm... LIF - Laboratory of Imaginatio... LIPID - Laboratory of Integrat... LTH2 - Laboratory of Theory an... LTH3 - Laboratory of Theory an... MANSLAB - Laboratory for spati... RIOT - Research and developmen... SAR - Master's projects in Arc... SXL - Structural Exploration L... TEXAS - Theory and Experience... THEMA - Theory of Environment,... TPOD - Theory and Project of D... TSAM - Laboratory of Technique... UNATTRIBUTED-IA - IA - Unattri... URBES - Laboratory of Urban an... IIC - Civil Engineering Instit... CCLAB - Composite Construction... CONSTRUCT - Concrete Behaviour... EESD - Earthquake Engineering ... ETHOS - Civil Engineering and ... GEL - Geo-energy Laboratory GIS-GE - Structural Engineer... GR-GN - Gnansounou Group Group of Composite Mechanics HOBEL - Human-Oriented Built E... HOMES - Laboratory for Human-O... IBETON - Structural Concrete L... IBOIS - Chair of Timber Constr... ICE - Laboratory of Integrated... IMAC - Applied Computing and M... IMOS - Intelligent Maintenance... LCH - Hydraulic Constructions ... LEMR - Laboratory of Experimen... LESO-PB - Solar Energy and Bui... LHE - Environmental Hydraulics... LMS - Soil Mechanics Laborator... LSMS - Computational Solid Mec... LUTS - Urban Transport Systems... MCS - Structural Maintenance a... PL-LCH - Hydraulic Constructio... RESSLAB - Resilient Steel Stru... RPGL - Rock Physics and Geoflu... TRANSP-OR - Transportation and... UNATTRIBUTED-IIC - IIC - Unatt... VITA - Visual Intelligence for... IIE - Environmental Engineerin... APRL - Atmospheric Particle Re... CHANGE - Laboratory of Catchme... CRYOS - Laboratory of Cryosphe... DISAL - Distributed Intelligen... ECEO - Environmental Computati... ECHO - Laboratory of Ecohydrol... ECOL - Ecological Engineering ... ECOTOX - Swiss Centre for Appl... EERL - Extreme Environments Re... EML - Environmental Microbiolo... EPFL-PSI - Joint Professorship... GR-CEL - CEL Group HERUS - Laboratory on Human-En... LAPI - Laboratory of atmospher... LASIG - Geographic Information... LBE - Laboratory for Environme... LCE - Environmental Chemistry ... LGB - Laboratory for Biologica... LTE - Environmental Remote Sen... LTQE - Laboratory for Water Qu... MACE - Microbiome Adaptation t... MICROBE - Laboratory of microb... PERL - Plant Ecology Research ... RIVER - River Ecosystems Labor... SENSE - Smart Environmental Se... SLAB - Snow Avalanche Simulati... SOIL - Soil biogeochemistry la... SSIE - Master's Projects in En... TOPO - Geodetic Engineering La... TOX - Laboratory of Environmen... UNATTRIBUTED-IIE - IIE - Unatt... UPHCE - Prof. Hering Group in ... WIRE - Wind Engineering and Re... WR-LAB - Watershed Research La... NCCR-Climate SAR - Master degree projects i... SGC - Master's projects in Civ... SSIE - Master's Projects in En... ENAC - Unattributed publicatio... Transdisciplinary Entities Transdisciplinary Entities Arc... CO - Cooperation EPFL CODEV - cooperation@epfl BBP - Blue Brain Project BBP-CORE - The Blue Brain Proj... GR-FSCH - Schürmann Group GR-HILL - Hill Group CBS - Center for Brain Simulat... CLIMACT-GE - CLIMACT - Adminis... CNP - Center for Neuroprosthet... ECOCLOUD - EcoCloud Center EPFL-ECAL-L - EPFL-ECAL Lab ESC - EPFL Space center ESC ESSTECH - EssentialTech HRC - Habitat Research Center IMAGING - Centre for Imaging IRGC - International Risk Gove... LEARN - Center for Learning Sc... LIMNC - Limnology Center SDSC - Swiss Data Science Cent... Infoscience/Research/EPFLNE Neuchâtel Campus 1 Euler Center for Signal Proces... I&C - School of Computer and C... IC Archives ARNI - Fragouli Group CARG - Tempesti Group D-VET - Digital Vocation, Educ... IIF - Institute of Core Comput... ISC - Institute of Communicati... ISIM - Institute of Computing ... LAPMAL - Laboratory for Probab... LBD - Database Laboratory LCA - Laboratory for Computer ... LCA1 - Computer Communications... LCA3 - Computer Communications... LCA4 - Computer Communications... LCBB - Laboratory for Computat... LGG - Computer Graphics and G... LGL - Software Engineering Lab... LICOS - Information and Commun... LSL - Logic Systems Laboratory LSP - Peripheral Systems Labor... LSR - Distributed Systems Labo... LTAA - Laboratory of Theory an... LTI - Computer Networking Labo... MTC - Models and Theory of Com... NSL - Networked Systems Labora... RISD - Rigorous System Design ... SAIL - Systems, Architecture a... THL1 - Theory of Computation L... THL3 - Theory of Computation L... UPLARUS - Prof. Larus Group GR-SCI-IC - IC Scientists Grou... HCI - Pu Group IIG - Immersive Interaction Gr... MEDIA - Models and Environment... SCI-IC-EB - Bugnion Group SCI-IC-MR - SCI IC MR Group SUPRA - Applied Superconductiv... VILAB - Visual Intelligence an... IINFCOM Artificial Intelligence in Mol... ALGO - Algorithmics Laboratory CHILI - Computer-Human Interac... COMPSEC - Laboratory for Compu... CVLAB - Computer Vision Labora... DATA - Data Analysis Theory an... DCL - Distributed Computing La... DCSL - Data Center Systems Lab... DEDIS - Decentralized and Dist... DIAS - Data-Intensive Applicat... DLAB - Data Science Laboratory DSLAB - Dependable Systems Lab... GCM - Geometric Computing Labo... HEXHIVE - HexHive INDY1 - lnformation and Networ... INDY2 - lnformation and Networ... IVRL - Image and Visual Repres... LABOS - Operating Systems Labo... LACAL - Laboratory for cryptol... LAMP - Programming Methods Lab... LAMS - Systemic Enterprise Arc... LANOS - Laboratory of Nonlinea... LAP - Processor Architecture L... LARA - Laboratory for Automate... LASEC - Security and Cryptogra... LCA2 - Computer Communications... LCAV - Audio Visual Communicat... LCM - Mobile Communications La... LCN - Computational Neuroscien... LDM - Media and Design Laborat... LDS - Laboratory for Data Secu... LIA - Artificial Intelligence ... LINX - Laboratory for Informat... LSI1 - Integrated Systems Labo... LSIR - Distributed Information... LTHC - Communication Theories ... LTHI - Information Theory Labo... Mathematics of Information Lab... ML4ED - Machine Learning for E... MLBIO - Machine Learning for B... MLO - Machine Learning and Opt... NAL - Network Architecture Lab... NLP - Natural Language Process... PARSA - Parallel Systems Archi... RGL - Realistic Graphics Lab RS3LAB - Robust Scalable Syste... SCI-IC-FMO2 - SCI IC FMO2 Grou... SENS - Laboratory of Sensing a... SMILS - Lab for Statistical Me... SPOC2 - Statistical Physics of... SPRING - Security and Privacy ... SYSTEMF - Systems and Formalis... THL2 - Theory of Computation L... THL4 - Theory of Computation L... THL5 - Theory of Computation L... TML - Theory of Machine Learni... UNATTRIBUTED-IINFCOM - IINFCOM... Prof. Bunne Group UPGULCEHRE - Unité du Prof. Gu... UPSALATHE2 - Prof. Salathé Gro... VLSC - Very Large Scale Comput... VRLAB - Virtual Reality Labora... MICS - Mobile Information & Co... IC - Unattributed publications Infoscience/Research/IV/GHI/GR... NCCR-Climate MICS - Mobile Information & Co... Non-academic units CAPE - Teaching Support Center CEDE - Center for Digital Educ... CEN - Energy Center DIT - Domaine IT ISAS-GE - Academic Services Ad... SCC - Safety Competence Center SISB - Scientific Information ... TTO - Technology Transfer Offi... NON-ACADEMIC - Unattributed pu... EPFL Partners COSADOCA - Consortium for the ... CREM - Centre de recherches én... Neuchâtel Campus AQUA - Quantum Architecture Gr... CAM - Center for Artificial Mu... GALATEA - Galatea Laboratory ICLAB - Integrated Circuits La... INSTANT-LAB - Micromechanical ... LAFT - Laboratory for Advanced... LAI - Integrated Actuators Lab... LAMD - Laboratory for Applied ... LMTM - Laboratory of Thermomec... LMTS - Soft Transducers Labora... MSIC-LAB - Mixed-Signal Integr... PV-Lab - Photovoltaics and Thi... Neuchâtel Campus 2 NCCR-ROBOTICS - National Centr... NEARCTIS - Network of Excellen... Paul Scherrer Institut LNM_PSI - Laboratory for Nucle... SLL - Smart Living Lab BUILD - Building 2050 ETHOS - Civil Engineering and ... FAR - Laboratory of Constructi... HOBEL - Human-Oriented Built E... SXL - Structural Exploration L... TEBEL - Laboratoire d'lngénier... SLL - Unattributed publication... SB - School of Basic Sciences SB Archives ANA - Chair of analysis ANMC - Chair of Computational ... CAA - Chair of Mathematical An... CAG2 - Chair of Algebraic Geom... CAHRU - Chair of Harmonic Anal... CAMA - Chair of Analysis and A... CAMP - Chair of Analysis and M... CMA - Chair of Algebraic Metho... CMCS - Chair of Modelling and ... CPMSC - Chair of Mesoscopic Ph... CPNMC - Chair of Computational... CSAG - Chair of Algebraic and ... CTG - Chair of Group Theory CTN - Chair of Number Theory DCG - Chair of Combinatorial G... GEOM - Chair of Geometry GGEC - Electrochemical Enginee... GPAS - Group of surface aggreg... GPRO - Probability Group GR-CO - Comment Group GR-DIL - Dil Group GR-FI - Fiore Group GR-FO - Foffi Group GR-HAU - Hauri Group GR-OST - Osterwalder Group GR-PF - Pfister Group GR-SC - Scrucca Group GR-VDB - Van den Bergh Group GR-VICHI - Vichi Group ICMP - IInstitute of Condensed... IPEP - Institute of Physics of... IPSB - Institute of the Physic... ITP - Institute of Theoretical... LBBS - Laboratory of Structura... LCAN - Laboratory of Nucleic A... LCBIM - Neva Chair of Bioorgan... LCBP - Laboratory of biomimeti... LCCO - Laboratory of Coordinat... LCIB - Laboratory of Inorgani... LCIC - Laboratory of Inorganic... LCPPM - Laboratory of Physical... LECH - Laboratory of Chemical ... LGCB - Laboratory of Chemical ... LGRC - Laboratory of Chemical ... LGSA - Laboratory of Glycochem... LMA - Laboratory of Algorithmi... LMRP - Regenerative Medicine a... LNM - Laboratory of Nanostruc... LNNME - Laboratory of Nanostr... LNSD - Laboratory of Nanomagne... LOEQ - Laboratory of Quantum ... LPCM - Laboratory of Thin Film... LPHS - Laboratory for Photon ... LPMC - Laboratory of Nanostruc... LPMN - Laboratory of the Physi... LPMV - Laboratory of the Physi... LPN - Laboratory of the Physic... LPRX - X-Ray Physics Laborator... LPS - Laboratory of Surface Ph... LRMB - Laboratory of Biomolecu... LSCO - Laboratory of Organic S... LSE - Laboratory of Photoelect... LSMB - Biomolecular Mass Spect... LSNS - Laboratory for synchrot... LSPM - Laboratory of Photomole... LSXC - Laboratory for Coherent... LSYNC - Chemical Synthesis Lab... MATHAA - Mathematics Institute... MATHGEOM - Mathematics Institu... MATHICSE - Mathematics Institu... ROSE - Chair of Operations Res... ROSO - Chair of Operations Res... SCI-SB-MG - SCI SB MG Group STAP - Chair of Applied Statis... UPBOUMAL - Prof. Boumal Group UPRUEEGG - Prof. Rüegg Group CECAM - European Centre of Ato... CIB - Bernoulli Center CIBM - Biomedical Imaging Rese... CIME - Interdisciplinary Cente... IPHYS - Institute of Physics C3MP - Chair of computational ... CQSL - Computational Quantum S... CSEA - Chair of Atomic Scale S... CTMC - Chair of Condensed Matt... CXI - Computational X-ray Imag... EPSL - Earth and Planetary Sci... FSL - Fields and Strings Labor... GALSPEC - Laboratory for Galax... GR-ANDERSON - Anderson Group GR-CW - Wäckerlin Group Tolley Group GR-MP - Maurer Group HQC - Hybrid Quantum Circuits ... IDEPHICS2 - Information, Learn... IPHYS-CGCP - Crystal Growth an... LASPE - Laboratory of Advanced... LASTRO - Laboratory of Astroph... LBEM - Laboratory of Biologica... LBS - Laboratory of Statistica... LCB - Laboratory of Cell Bioph... LCR - Laboratory of Cristallog... LEB - Laboratory of Experiment... LIFMET - Laboratory of functio... LLTCP - Laeuchli Laboratory o... LNS - Laboratory of Nanostruct... LPAP - Particle Accelerator Ph... LPBS - Laboratory of the Physi... LPHE - High Energy Physics Lab... LPHE-RM - High Energy Physics ... LPPC - Laboratory of Particle ... LPQM - Laboratory of Photonics... LPTP - Theoretical Particle Ph... LQG - Fondation Sandoz Chair i... LQM - Laboratory for Quantum M... LQNO - Laboratory of Quantum N... LQP - Laboratory of Quantum Ph... LRS - Laboratory of Reactor Ph... LSEN - Laboratory of Nanoscale... LSME - Electron Spectrometry a... LTFP - Laboratory for Theoreti... LTM - Laboratory for Topologi... LTPN - Laboratory of Theoretic... LUMES - Laboratory for ultrafa... LUQ - Laboratory for Ultrafast... PCSL - Physics of complex syst... QIC - Laboratory of Quantum In... SCI SB PJ Group SCI-SB-DM - SCI SB DM Group SCI-SB-FB - SCI SB FB Group SCI-SB-HD - Group SCI SB HD SCI-SB-RH - Groupe SCI SB RH SPOC1 - Statistical Physics of... SQIL - Superconductor Quantum ... UNATTRIBUTED-IPHYS - IPHYS - U... ISIC - Institute of Chemical S... SCI-SB-RB - SCI SB RB Group GCB - Group of Catalysis for B... GCC - Group of Coordination Ch... GMF - Group for Molecular Engi... GPAO - Advanced Oxidation Proc... GPM - Medical photonics group GR-MO - Moser Group GSCP - Group of Chemical and P... ISIC-GE - Institute of Chemica... ISIC-MSEAP - Mass Spectrometry... ISIC-NMRP - Nuclear Magnetic ... LAS - Gaznat Chair for advance... LCBC - Laboratory of Computati... LCBM - Fondation Sandoz Chair ... LCMD - Laboratory of Computati... LCOM - Laboratory of Organomet... LCPM - Laboratory of Molecular... LCPT - Laboratory of Theoretic... LCS - Laboratory of Supramolec... LCSA - Laboratory of Asymmetri... LCSB - Laboratory of Computati... LCSL - Laboratory of Lanthanid... LCSO - Laboratory of Catalysis... LEAGO - Laboratory of Electro... LEM - Laboratoire des matériau... LEPA - Laboratory of Physical ... LFIM - Laboratory of functiona... LIAC - Laboratory of Artificia... LIBN - Laboratory of Biomolecu... LIMNO - Laboratory for Molecul... LIP - Laboratory of Protein En... LMER - Laboratory of Materials... LNB - Laboratory of Nanobiotec... LNCE - Laboratory of Nanochemi... LND - Laboratory of Molecular ... LOCBP - Laboratory of Chemical... LPDC - Laboratory of Sustainab... LPI - Laboratory of Photonics ... LPPT - Laboratory of Therapeut... LRM - Laboratory of Magnetic R... LSCI - Laboratory of Inorganic... LSMO - Laboratory of molecular... LSPN - Laboratory of synthesis... LSU - Laboratory of Ultrafast ... LUXS - Laboratory for Ultrafas... SB-CECAM - SB-European Center ... SCI-SB-AO - SCI SB AO Group SCI-SB-MN - SCI SB MN Group SCI-SB-SG - Group for Function... SWISSCAT - Catalysis Hub UNATTRIBUTED-ISIC - ISIC - Una... MATH - Institute of Mathematic... AMCV - Chair of Mathematical A... ANCHP - Numerical Algorithms a... ARG - Chair of Arithmetic Geom... ASN - Chair of Numerical Analy... BIOSTAT - Chair of Biostatisti... CAC - Chair of Combinatorial A... CAG - Chair of Geometric Analy... CMGR - Chair of Mathematical G... Chair of Representation Theory CSFT - Chair of Statistical Fi... CSQI - Scientific computing an... DISOPT - Chair of Discrete Opt... DOLA - Chair of Dynamics of Le... EGG - Chair of ergodic and geo... ERG - Chair of Ergodic Theory GR-PI - Picasso Group GR-TES - Testerman Group GR-TR - Troyanov Group HPNALGS - Chair of high perfor... LCVMM - Laboratory for Computa... LPL - Living Patterns Laborato... MATMAT1 - Mathematics for mate... MCSS - Chair of Computational ... MDS1 - Chair of Mathematical D... MNS - Chair of Numerical Model... OPTIM - Chair of Continuous Op... PDE - Chair of Partial Differe... PROB - Chair of Probability PROPDE - Chair of Probability ... PRST - Chair of Stochastic Pro... RGM - Chair of Random Geometry... SACS - Scalable Computing Syst... SCI-SB-JS - SCI-SB-JS Group SCI-SB-SD Deparis Group SDS - Chair of Statistical Dat... SMAT - Chair of Mathematical S... STAT - Chair of Statistics STOAN - Chair of Stochastic An... TAN - Chair of analytic number... TN - Chair of Number Theory UNATTRIBUTED-MATH - MATH - Una... Mathematics Infoscience/Research/SB/MATHIC... SCGC - Master degree projects ... SCGC-GE - Section of chemistry... SMA - Student projects in math... PDM-CSE - Master Projects in c... PDM-ENGMATH - Master Projects ... PDM-MATH - Master Projects in ... PDS-CSE - Semester Projects in... PDS-MATH - Semester Projects i... SMA - Unattributed publication... SPC - Swiss Plasma Center SPC - Swiss Plasma Center SB - Unattributed publications STI - School of Engineering STI Archives CNBI - Defitech Foundation Cha... GR-VDB - Van den Bergh Group GTT - Group of Thermal Turboma... IAG - Interdisciplinary Aerody... ICLAB - Integrated Circuits La... IEL - Institute of Electrical ... IMT - Institute of Microengine... INSTANT-LAB2 - Laboratory of M... LC - Ceramics Laboratory LCSM - Mechnical Systems Desig... LEG1 - Electronics Laboratory ... LEI - Industrial Electronics l... LENI - Industrial Energy Syste... LGPP - Laboratory for Producti... LICP - Laboratory for Computer... LIN - Computational Engineerin... LMCH - Lab. Metallurgical Chem... LME - Electrical Machinery Lab... LMF - Fluid Mechanics Laborato... LMH - Laboratory for Hydraulic... LMIS3 - Microsystems Laborator... LMMM - Laboratory for Multisca... LOA - Advanced Photonics Labor... LOB - Laboratoire d'optique bi... LOMI - Laboratory of Wave Mech... LOMM - Laboratory of Optoelect... LPM - Laboratory of Microengin... LRE - Power Systems Laboratory LSA - Autonomous Systems Labor... LSMX - Computational Materials... LTC - Laboratory of Composite ... LTS - Signal Processing Labora... LTS1 - Signal Processing Labor... LTT - Applied Thermodynamics a... MNWAVE - Adaptive Micronano Wa... NXMM - Neutrons and Xrays for ... OPT - Optics and Photonics Tec... PARLAB - Pattern Recognition L... QMAT - Laboratory of Quantum M... SAMLAB - Sensors, Actuators an... TCOM - Telecommunications Labo... THEVE - Thévenaz Group UPSWYG - Prof. van Swygenhoven... CAM - Center for Artificial Mu... CBT - Interinstitutional Cente... UNATTRIBUTED-CBT - CBT - Unatt... CMI - Center of MicroNanoTechn... CTS - Space Center GR-SCI-STI - STI Scientists Gr... IBI - Interfaculty Institute o... IBI-STI - Interfaculty Institu... BIOROB - Biorobotics Laborator... BIOS - Bionanophotonic Systems... CLSE - Laboratory of Life Scie... GR-ZERBI - Zerbi Group LBEN - Laboratory of Nanoscale... LBI - Laboratory of Biomateria... LBMM - Laboratory for Biomedic... LBNC - Laboratory of Biologica... LBNI - Laboratory for Bio- and... LBO - Biomechanical Orthopedic... LBP - Julia Jacobi Chair of Ph... LHTC - Hemodynamics and Cardio... LMAM - Laboratory of Movement ... LNE - Neuro Engineering Labora... LPDI - Laboratory of Protein D... MIPLAB - Medical Image Process... TNE - Translational Neural Eng... UNATTRIBUTED-IBI - IBI - Unatt... UNATTRIBUTED-IBI-STI - IBI-STI... IEM - Institut d'Electricité e... ALCHEMY - Laboratory for the C... AQUA - Quantum Architecture Gr... ASL - Adaptative Systems Labor... ASPG - Applied Signal Processi... DESL - Distributed Electrical ... EDLAB - Group of Electron Devi... ELAB - Electronics Laboratory EMC - Electromagnetic Compatib... ESL - Embedded Systems Laborat... ESPLAB - Electronics and Signa... GALATEA - Galatea Laboratory GR-SCI-IEL - IEL Scientists Gr... HYLAB - Hybrid photonics labor... IDEPHICS1 - Information, Learn... INL - Integrated Neurotechnolo... INPHO - Integrated Nanoscale P... LAFT - Laboratory for Advanced... LAI - Integrated Actuators Lab... LANES - Laboratory of Nanoscal... LAPD - Laboratory of Applied P... LASA - Learning algorithms and... Laboratory for Advanced Electr... LEMA - Laboratory of ElectroMa... LIB - Biomedical Imaging Group LIDIAP - L'IDIAP Laboratory LIONS - Laboratory for Informa... LIS - Laboratory of Intelligen... LMIS-CO - Microsystems Laborat... LMIS1 - Microsystems Laborator... LMIS2 - Microsystems Laborator... LMIS4 - Microsystems Laborator... LMTS - Soft Transducers Labora... LO - Optics Laboratory LPMAT - Laboratory for Photoni... LPQM - Laboratory of Photonics... LSBI - Foundation Bertarelli ... LSI2 - Integrated Systems Lab... LSM - Microelectronic Systems ... LSRO - Robotic Systems Labora... LTS2 - Signal Processing Labor... LTS4 - Signal Processing Labor... LTS5 - Signal Processing Labo... LWE - Laboratory of Wave Engin... MAG - Microwave and Antenna Gr... MMSPL - Multimedia Signal Proc... MSIC-LAB - Mixed-Signal Integr... NAM - Nanophotonics and Metrol... NANOLAB - Nanoelectronic Devic... PEL - Power Electronics Labora... PHOSL - Photonic Systems Labor... POWERLAB - Power and Wide-band... PV-LAB - Photovoltaics and Thi... PWRS - Power Systems Group Q-LAB - Quack Group REACT - Coordination and Inter... RFIC - RFIC Group SCI STI SC Group SCI-STI-AXS - SCI STI AXS Grou... SCI-STI-FMO1 - SCI STI FMO1 Gr... SCI-STI-HL - SCI STI HL Group SCI-STI-LT - SCI STI LT Group SCI-STI-MM - SCI STI MM Group TCL - Telecommunications Circu... UNATTRIBUTED-IEM - IEM - Unatt... IGM - Institute of Mechanical ... CREATE-LAB - Computational Rob... ECPS - Emergent Complexity in ... EMSI - Engineering Mechanics o... ETA-LAB - Energy Transport Adv... FLEXLAB - Flexible Structures ... Hydro Energy and Applied fluid... INSTANT-LAB - Micromechanical... IPESE - IPESE (sci-sti-fm) LA - Automatic Control Laborat... LA3 - Automatic Control Labora... LAMD - Laboratory for Applied ... LAMMM - Laboratory for Multisc... LFMI - Laboratory of Fluid Mec... LMAF - Laboratory of Applied M... LNET - Laboratory of Nanoscien... LRESE - Laboratory of Renewabl... LTCM - Laboratory of Heat and ... Mechanics of Soft and Biologic... MICROBS - MicroBioRobotic Syst... NEMS - Advanced Nano-electrome... RRL - Reconfigurable Robotics ... SCI-STI-AK - SCI STI AK Group SCI-STI-DK - ICT for Sustainab... SCI-STI-GFT - SCI STI GFT Grou... SCI-STI-JVH - SCI-STI-JVH Grou... SCI-STI-MF - SCI STI MF Group SYCAMORE - Systems Control And... UNATTRIBUTED-IGM - IGM - Unatt... UNFOLD - Unsteady Flow Diagnos... IMX - Institute of Materials CAM-X - Laboratory for X-ray c... COSMO - Laboratory of Computat... DQML - Dynamic Quantum Materia... FIMAP - Laboratory of Photonic... INE - Laboratory for in situ n... LMC - Construction Materials L... LMGN - Laboratory of Nanoscale... LMM - Mechanical Metallurgy La... LMOM - Laboratory of Macromole... LMSC - Laboratory of Semicondu... LMTM - Laboratory of Thermomec... LP - Polymers Laboratory LPAC - Laboratory for Processi... LTP - Powder Technology Labora... MADES - Laboratory of material... MATMAT2 - Mathematics for mate... PBL - Programmable Biomateria... SCI-STI-DD - Group for Ferroel... SMAL - Soft Materials Laborato... SML - Sustainable Materials La... SUNMIL - Supramolecular Nanoma... THEOS - Laboratory of theory a... TIC - Tribology and Interfacia... UNATTRIBUTED-IMX - IMX - Unatt... UPNUES - Prof. Nüesch unit (EM... Infoscience/Research/STI/INX-S... Laboratory of Chemical Nanotec... STI-IT - STI STI - Unattributed publication... SV - School of Life Sciences SV Archives CHCN - Sandoz Family Foundatio... CMSN - Merck Serono Chair in N... GR-BEARD - Beard Group GR-BEERMANN - Beermann Group GR-KUHN - Kühn Group GR-STBA - STBA Group GRHAD - Hadjikhani Group INSERM-EPFL - Joint Research U... LBTC - Cellular Biotechnology ... LDCS - Stem Cell Dynamics Labo... LEN - Neurodegenerative Studie... LLCB - Laboratory of Lymphatic... LMRP - Regenerative Medicine a... LNDC - Laboratory of Neuroener... LNGF - Functional Neurogenomic... UPAGU - Prof. Aguet Group UPCOL - Prof. Cole Group UPGRA - Prof. Grapin-Botton Gr... UPHARRIS - Prof. Harris Group UPJENSEN - Prof. Jensen Group UPMOORE - Prof. Moore Group UPTRU - Professor Trumpp unit BMI - Brain Mind Institute GR-JAKSIC - Jaksic Group UPLAMANNO - Prof. La Manno Gro... GR-RAFFIN - Raffin Group LCN - Computational Neuroscien... LGC - Behavioral Genetics Labo... LMNN - Laboratory of Molecular... LNCO - Foundation Bertarelli C... LNMC - Neural Microcircuitry L... LPSY - Psychophysics Laborator... LSENS - Sensory Processing Lab... LSYM - Laboratory of Synaptic ... Infoscience/Research/SV/BMI/NO... UNATTRIBUTED-BMI - BMI - Unatt... UPAMATHIS - Prof Alexander ... UPCOURTINE - Prof. Courtine Gr... UPGRAEFF - Prof. Gräff Group UPHESS - Hess Bellwald Group UPHUMMEL - Hummel Lab UPMCCABE - Prof. McCabe Group UPMWMATHIS - Bertarelli Founda... UPRAMDYA - Neuroengineering La... UPZENK - Prof. Zenk Group CPG - Center of PhenoGenomics GHI - Global Health Institute GR-CAO - Cao Group GR-FE - Fellay Group Paoli Group LVG - Laboratory of Virology a... UNATTRIBUTED-GHI - GHI - Unatt... UPABLASSER - Prof. Ablasser Gr... UPANTANASIJEVIC - Prof. Antana... UPBLO - Prof. Blokesch Group UPGOEMANS - Prof. Goemans Grou... UPKIN - Prof. McKinney Group UPLEM - Prof. Lemaitre Group UPPERSAT - Microbial Mechanics... UPSALATHE1 - Prof. Salathé Gro... VDG - Prof. van der Goot Group IBI-SV - Interfaculty Institut... GR-NAVEIRAS - Naveiras Group GR-SCHUHMACHER - Schuhmacher G... GR-WEIGERT - Weigert Group LISP - Laboratory of Integrati... NCEM - Nestlé Chair in Energy ... UNATTRIBUTED-IBI - IBI - Unatt... UNATTRIBUTED-IBI-SV - IBI-SV -... UPBARTH - Laboratory of Protei... UPBITBOL - Prof. Bitbol Group UPDALPE - Prof. Dal Peraro Gro... UPDANGELO - Prof. D'Angelo Gro... UPDEPLA - Prof. Deplancke Grou... UPLUT - Prof. Lutolf Group UPNAE - Prof. Naef Group UPOATES - Prof. Oates Group SCHOONJANS LAB - Laboratory of... UPSUTER - Suter Group INX-SV - Interschool Institute... UPSCHRIMPF1 - Prof. Schrimpf G... ISREC - Swiss Institute for Ex... CMSO - Merck Serono Chair in O... GR-AZTEKIN - Aztekin Group GR-BUCHER - Bucher Group UNATTRIBUTED-ISREC - ISREC - U... UPAGU - Prof. Aguet Group UPBRI - Prof. Brisken Group UPCDA - Prof. Constam Group UPDEPALMA - Prof. De Palma Gro... UPDUB - Prof. Duboule Group Prof. Gallini Group UPGON - Prof. Gönczy Group UPHAN - Prof. Hantschel Group UPHUELSKEN - Prof. Huelsken Gr... UPKARTHAUS - Prof. Karthaus Gr... UPLIN - Prof. Lingner Group UPMEYLAN - Molecular Mechanism... UPORICCHIO - Prof. Oricchio Gr... UPRAD - Prof. Radtke Group UPSIM - Prof. Simanis Group UPTHOMAE - Prof. Thomä Group UPWASZAK - Prof. Waszak Group PTECH - Core Facility BICC - Bioinformatics Competen... PCF - Proteomics Core Facility PTBB - Plateforme technologiqu... PTBIOEM - Bioelectron Microsco... PTBIOP - BioImaging and Optics... PTBTG - Bertarelli Foundation ... PTCB - Biomolecular Screening ... PTH - Histology Core Facility PTPSP - Protein production and... SSV - Life Sciences section SSV1 - Master degree projects ... SSV2 - Master degree projects ... SV - Unattributed publications EPFL Theses Unattributed publications ANTEN - ANTEN - Unattributed p... CDH - CDH - Unattributed publi... CDM - CDM - Unattributed publi... ENAC - ENAC - Unattributed pub... ENT - ENT - Unattributed publi... IC - IC - Unattributed publica... NON-ACADEMIC - NON ACADEMIC - ... SB - SB - Unattributed publica... STI - STI - Unattributed publi... SV - SV - Unattributed publica... Unknown school publications Documentary Resources Reviews Peer-reviewed publications Standards Student projects Submitted Theses Working papers Institute Lab Media Order API Import Other doctypes People UNATTRIBUTED-PTECH - PTECH - U... web Work outside EPFL